Sahisnu Mazumder

According to our database, Sahisnu Mazumder authored at least 30 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

AI Autonomy: Self-initiated Open-world Continual Learning and Adaptation.

Bing Liu, Sahisnu Mazumder, Eric Robertson, Scott Grigsby

AI Mag., June, 2023

Sample Efficient Multimodal Semantic Augmentation for Incremental Summarization.

Sumanta Bhattacharyya, Ramesh Manuvinakurike, Sahisnu Mazumder, Saurav Sahay

CoRR, 2023

Position Matters! Empirical Study of Order Effect in Knowledge-grounded Dialogue.

Hsuan Su, Shachi H. Kumar, Sahisnu Mazumder, Wenda Chen, Ramesh Manuvinakurike, Eda Okur, Saurav Sahay, Lama Nachman, Shang-Tse Chen, Hung-yi Lee

CoRR, 2023

2022

Lifelong and Continual Learning Dialogue Systems.

Sahisnu Mazumder, Bing Liu

CoRR, 2022

Knowledge-Guided Exploration in Deep Reinforcement Learning.

Sahisnu Mazumder, Bing Liu, Shuai Wang, Yingxuan Zhu, Xiaotian Yin, Lifeng Liu, Jian Li

CoRR, 2022

AI Autonomy: Self-Initiation, Adaptation and Continual Learning.

Bing Liu, Sahisnu Mazumder, Eric Robertson, Scott Grigsby

CoRR, 2022

Continual Learning Dialogue Systems - Learning during Conversation.

Sahisnu Mazumder, Bing Liu

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities.

Nianzu Ma, Sahisnu Mazumder, Alexander Politowicz, Bing Liu, Eric Robertson, Scott Grigsby

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Self-Initiated Open World Learning for Autonomous AI Agents.

Bing Liu, Eric Robertson, Scott Grigsby, Sahisnu Mazumder

CoRR, 2021

FLIN: A Flexible Natural Language Interface for Web Navigation.

Sahisnu Mazumder, Oriana Riva

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Semantic Novelty Detection in Natural Language Descriptions.

Nianzu Ma, Alexander Politowicz, Sahisnu Mazumder, Jiahua Chen, Bing Liu, Eric Robertson, Scott Grigsby

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Detecting Domain Polarity-Changes of Words in a Sentiment Lexicon.

Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Bing Liu

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Lifelong and Continual Learning Dialogue Systems: Learning during Conversation.

Bing Liu, Sahisnu Mazumder

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job.

Bing Liu, Sahisnu Mazumder

CoRR, 2020

A Knowledge-driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining.

Jiahua Chen, Shuai Wang, Sahisnu Mazumder, Bing Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Bayes-enhanced Lifelong Attention Networks for Sentiment Classification.

Hao Wang, Shuai Wang, Sahisnu Mazumder, Bing Liu, Yan Yang, Tianrui Li

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification.

Nianzu Ma, Sahisnu Mazumder, Hao Wang, Bing Liu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Building an Application Independent Natural Language Interface.

Sahisnu Mazumder, Bing Liu, Shuai Wang, Sepideh Esmaeilpour

CoRR, 2019

Lifelong and Interactive Learning of Factual Knowledge in Dialogues.

Sahisnu Mazumder, Bing Liu, Shuai Wang, Nianzu Ma

Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019

Disentangling Aspect and Opinion Words in Sentiment Analysis Using Lifelong PU Learning.

Shuai Wang, Mianwei Zhou, Sahisnu Mazumder, Bing Liu, Yi Chang

Proceedings of the New Frontiers in Mining Complex Patterns - 8th International Workshop, 2019

2018

Towards a Continuous Knowledge Learning Engine for Chatbots.

Sahisnu Mazumder, Nianzu Ma, Bing Liu

CoRR, 2018

Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning.

Shuai Wang, Mianwei Zhou, Sahisnu Mazumder, Bing Liu, Yi Chang

CoRR, 2018

Lifelong Learning Memory Networks for Aspect Sentiment Classification.

Shuai Wang, Guangyi Lv, Sahisnu Mazumder, Geli Fei, Bing Liu

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Target-Sensitive Memory Networks for Aspect Sentiment Classification.

Shuai Wang, Sahisnu Mazumder, Bing Liu, Mianwei Zhou, Yi Chang

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Context-aware Path Ranking for Knowledge Base Completion.

Sahisnu Mazumder, Bing Liu

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

LANet: An Enriched Knowledgebase for Location-aware Activity Recommendation System.

Sahisnu Mazumder

CoRR, 2016

2015

Identifying Top-k Consistent News-Casters on Twitter.

Sahisnu Mazumder, Sameep Mehta, Dhaval Patel

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews.

Sahisnu Mazumder, Dhaval Patel, Sameep Mehta

Proceedings of the Data Warehousing and Knowledge Discovery, 2014

2012

Dynamic Network Traffic Data Classification for Intrusion Detection Using Genetic Algorithm.

Rahul Mitra, Sahisnu Mazumder, Tuhin Sharma, Nandita Sengupta, Jaya Sil

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Generation of Sufficient Cut Points to Discretize Network Traffic Data Sets.

Sahisnu Mazumder, Tuhin Sharma, Rahul Mitra, Nandita Sengupta, Jaya Sil

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012